NIO

实习-大语言模型Agentic算法工程师

NIO  •  Onsite  •  29 days ago
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Job Description

实习-大语言模型Agentic算法工程师北京、上海校招实习数字技术 - 算法本科及以上蔚来2027届实习生招募职位 ID:A85956职位描述探索大模型/agent/reasoning在车载场景下对话系统的研究和应用,包括论文调研、方案设计、数据分析、效果优化实验(策略及模型训练调优)、代码实现等工作。
负责调研、复现LLM agentic training(SFT、on-policy distillation、RL)相关的前沿研究,探索将新技术应用于实际产品。
协助设计并实现增强基模agent相关能力的交互环境、tool、user simulator、world model、reward function等关键模块。
协助进行实车数据问题挖掘、分析及解决方案制定,构建模型训练、效果评估pipeline。职位要求本科及以上学历,计算机、自动化、信号处理等相关专业,数理基础扎实,乐于在大语言模型领域后训练方向深入探索。
熟练掌握Python/JAVA/TypeScript/JsonScript等编程语言(一门及以上)。
熟悉LLM agent、agent harness相关概念,深入理解ReAct、function call、TIR、reflection、memory等相关范式。
熟悉LLM后训练基本流程,理解on-policy distillation基本原理。熟练掌握LLM RL主流算法原理,如PPO、GRPO、DAPO等,对agentic RL范式有研究兴趣,有实际项目经验为佳。
熟悉常见强化学习框架,包括但不限于Verl、Slime、ms-swift、OpenRLHF、TRL等。对大规模分布式机器学习框架有一定了解,对training、inference等相关infra工作感兴趣。
熟悉语音对话系统,或有高水平论文发表者优先。包括但不限于ACL、EMNLP、NAACL,interspeech, ICASSP等。 投递
NIO

About NIO

NIO is a pioneer and a leading company in the premium smart electric vehicle market. Founded in November 2014, NIO’s mission is to shape a sustainable and brighter future together. NIO aims to build a community starting with smart electric vehicles to share joy and grow together with users.

NIO designs, develops, jointly manufactures and sells premium smart electric vehicles, driving innovations in next-generation technologies in autonomous driving, digital technologies, electric powertrains and batteries. NIO differentiates itself through its continuous technological breakthroughs and innovations, such as its industry-leading battery swapping technologies, Battery as a Service, or BaaS, as well as its proprietary autonomous driving technologies and Autonomous Driving as a Service, or ADaaS.

NIO’s models for sale include the all-new smart electric flagship SUV ES8, the smart electric flagship coupe SUV EC7, the smart electric mid-large SUV ES7, the smart electric flagship sedan ET7, the all-new smart electric all-round SUV ES6, the all-new smart electric coupe SUV EC6, the smart electric mid-sized sedan ET5, and the smart electric tourer ET5T.

Industry
Unknown
Company Size
5,001-10,000 employees
Headquarters
Jiading, CN
Year Founded
Unknown
Website
nio.com
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